DeepSeek
DeepSeek Coder V2 16B
Atual920.2KDownloads600CurtidasJun 2024Publicado131K tokensContextoDeepSeekLicença68 BomQualidade
DeepSeek Coder V2 16B (16B parameters) requires approximately 14.9 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 2.4000000953674316B active parameters, it uses less memory than its total parameter count suggests. For the best balance of quality and speed, we recommend hardware with at least 18 GB of VRAM.
Comece agora
— copie e cole para rodar localmenteCopy-paste commands to run DeepSeek Coder V2 16B on your machine.
Run
lms load DeepSeek-Coder-V2-Lite-Instruct && lms server startQuick specs
Parameters16B (2.4B active)
Architecturemoe (MoE)
Context131K tokens
Modalitytext
Min RAM6.2 GB
Rec. RAM9.8 GB (Q4_K_M)
LicenseDeepSeek
FamilyDeepSeek
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About this model
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Opções de quantização
Estimativas de VRAM por nível de quantização
No hardware detected — fit column shows raw VRAM estimates
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 6.2 GB | Low | — |
Q3_K_S | 3 | 7.8 GB | Low | — |
NVFP4 | 4 | 9.0 GB | Medium | — |
Q4_K_M | 4 | 9.8 GB | Medium | — |
Q5_K_M | 5 | 11.5 GB | High | — |
Q6_K | 6 | 13.1 GB | High | — |
Q8_0 | 8 | 17.1 GB | Very High | — |
F16 | 16 | 32.8 GB | Maximum | — |
Quality benchmarks
DeepSeek Coder V2 16B benchmark scores
Coding
SWE-bench Verified—
HumanEval+81.1%
Aider Polyglot—
LiveCodeBench24.3%
Compatibilidade de hardware
Estimativas de compatibilidade para todo o hardware
Computing compatibility...
Detalhamento de memória
Reference: RTX 2060 6GB
Weights9.8 GB
KV Cache3.3 GB
Runtime1.2 GB
Headroom0.6 GB
Perguntas frequentes
FAQ — DeepSeek Coder V2 16B
Veja também